Herschel vision: A hyperspectral image processing software for data preparation in machine learning pipelines by Billy G. Ram, Sunil GC, Xin Sun

“…Herschel Vision can automate white and dark reference calibration, spectral data visualization and extraction, generation of pseudo RGB images, cropping and segmentation of region of interests, saving images as three-dimensional cubes, and applying forward feed signal pre-processing corrections. …”
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Multisensor Remote Sensing and Advanced Image Processing for Integrated Assessment of Geological Structure and Environmental Dynamics by Luo Bin, Rana Waqar Aslam, Iram Naz, Dmitry E. Kucher, Zohaib Afzal, Danish Raza, Rana Muhammad Zulqarnain, Yahia Said

“…Sentinel-2 imagery was utilized alongside spectral indices, such as normalized difference vegetation index (ranging from –0.237728 to 0.604622), normalized difference water index (–0.564981 to 0.297745), and normalized difference moisture index (–0.25 to 0.320), as well as advanced image processing methods, such as principal component analysis (PCA), minimum noise fraction, and structural analysis, to assess and characterize the lake’s environmental features. …”
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Fast Decomposition Algorithm Based on Two-Dimensional Wavelet Transform for Image Processing of Graphic Design by Feifei Jiang, Wenting Yao

“…Firstly, the second-order decomposition of the image is performed by wavelet function to obtain the low-frequency components of the image, and the wavelet gradient vector is used to extract feature points from the overlapping regions of the low-frequency image so that the transformation parameters of feature points can be obtained quickly under the low-frequency image to guide the feature point extraction under the high-frequency image; on this basis, an improved algorithm of image processing based on the fast decomposition algorithm of two-dimensional wavelet transform with planar design is proposed. …”
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In Vitro Evaluation of Apricot Cultivars Response to Pseudomonas syringae Pathovars: Image Processing as an Alternative Method by Ahmet Erhan Karahan, Kaan Hürkan, Mustafa Akbaba

“…Alternative methods such as image-processing technology and CHAID analysis have also been successfully used for cultivar reaction tests. …”
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Research on Crimp Pitch Measurement for Overhead Transmission Line Based on Image Processing With Composite Algorithm by Junjie Zhang, Huashen Guan, Qiushen Cai, Xiaoguang Zhang, Huitu Shao, Shengguan Qu

“…This paper proposes an automated crimp pitch measurement system for overhead transmission lines based on image processing with a composite algorithmic approach. …”
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Cost-effective PV panel cleaning system controlled by raspberry PI using image processing by Uçkan Gökhan, Oğuzay Engin

“…Image through the replaced camera is taken. The obtained image is analyzed with python codes using methods defined in the Open CV library. …”
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Applying deep learning model to aerial image for landslide anomaly detection through optimizing process by Chwen-Huan Wang, Li Fang, Chiung-Yun Hu

“…The methodology encompasses multiple stages: pre-processing with RGB and LAB color corrections to improve image quality, slicing images into 128 × 128-pixel tiles, and applying augmentation technique by rotating tiles. …”
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Defect detection based on extreme edge of defective region histogram by Zouhir Wakaf, Hamid A. Jalab

“…Automatic thresholding has been used by many applications in image processing and pattern recognition systems. …”
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False memories activate distinct brain regions in females and males by Dylan S. Spets, Jessica M. Karanian, Scott D. Slotnick

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ED-Swin Transformer: A Cassava Disease Classification Model Integrated with UAV Images by Jing Zhang, Hao Zhou, Kunyu Liu, Yuguang Xu

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Detection of Atrial Fibrillation in Holter ECG Recordings by ECHOView Images: A Deep Transfer Learning Study by Vessela Krasteva, Todor Stoyanov, Stefan Naydenov, Ramun Schmid, Irena Jekova

“…This study aims to explore the potential of deep transfer learning with ImageNet deep neural networks (DNNs) to improve the interpretation of short-term ECHOView images for the presence of AF. …”
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Russia – Africa: The Role of the Media in the Process of Cross-Cultural Communication by Yana D. Panferova

“…The study aims to evaluate the functions of the media in the process of forming the image of a number of countries and, in accordance with this, analyze the image of Africa being formed in the Russian media field. …”
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The Methodology of Adaptive Levels of Interval for Laser Speckle Imaging by Ali A. Al-Temeemy

“…This is through enabling these methods to adapt the levels of speckle images’ interval during processing to speed up the process and overcome the lack of discrimination when they deal with a complex scattering medium having regions of various scales of activity. …”
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Advancing precision in medical image segmentation: A performance analysis of loss functions for COVID‐19 lung infection segmentation in computed tomography images by Emilio Delgado, Roberto Rodriguez‐Echeverria, Antonio Jesús Fernández‐García, Juan D. Gutiérrez, Miguel Ángel Suero‐Rodrigo

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Simulating Image Coaddition with the Nancy Grace Roman Space Telescope. III. Software Improvements and New Linear Algebra Strategies by Kaili Cao, Christopher M. Hirata, Katherine Laliotis, Masaya Yamamoto, Emily Macbeth, M. A. Troxel

“…For cosmological purposes, a critical step in Roman image processing is to combine dithered undersampled images into unified oversampled images and thus enable high-precision shape measurements. …”
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Differential regional perfusion of the human anterior cruciate ligament: quantitative magnetic resonance imaging assessment by Kenneth M. Lin, Harmen D. Vermeijden, Craig E. Klinger, Lionel E. Lazaro, Scott A. Rodeo, Jonathan P. Dyke, David L. Helfet, Gregory S. DiFelice

“…Contrast‐enhanced quantitative‐MRI was performed using a previously established protocol. ACL regions corresponding to proximal, middle, and distal thirds were identified on sagittal‐oblique pre‐contrast images. …”
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Optical and SAR Image Registration in Equatorial Cloudy Regions Guided by Automatically Point-Prompted Cloud Masks by Yifan Liao, Shuo Li, Mingyang Gao, Shizhong Li, Wei Qin, Qiang Xiong, Cong Lin, Qi Chen, Pengjie Tao

“…In contrast, synthetic aperture radar (SAR) offers a robust alternative due to its ability to penetrate clouds with microwave imaging. This study addresses the challenges of cloud-induced data gaps and cross-sensor geometric biases by proposing an advanced optical and SAR image-matching framework specifically designed for cloud-prone equatorial regions. …”
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Attention Score Enhancement Model Through Pairwise Image Comparison by Yeong Seok Ju, Zong Woo Geem, Joon Shik Lim

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An improved air conditioner label defect detection algorithm based on SURF features by Huizi ZHOU, Yuelin LIU, Qing LIU, Jianwu LI

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Improved tooth flank region segmentation method of interference image by U-net neural network by YANG Pengcheng, ZHANG Jinjing, LI Xiaocheng, MENG Jie, KANG Leqian

“…At the same time, the traditional time-domain segmentation method has the problems such as fitting error and being difficult to determine the appropriate segmentation threshold, which will also affect the segmentation accuracy. Therefore, tooth region segmentation plays an important role in interference image processing, which can effectively improve the measurement accuracy. …”
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